Multimodal image fusion via coupled feature learning FG Veshki, N Ouzir, SA Vorobyov, E Ollila Signal Processing 200, 108637, 2022 | 43 | 2022 |
Motion estimation in echocardiography using sparse representation and dictionary learning N Ouzir, A Basarab, H Liebgott, B Harbaoui, JY Tourneret IEEE Transactions on Image Processing 27 (1), 64-77, 2017 | 37 | 2017 |
Robust optical flow estimation in cardiac ultrasound images using a sparse representation N Ouzir, A Basarab, O Lairez, JY Tourneret IEEE transactions on medical imaging 38 (3), 741-752, 2018 | 27 | 2018 |
Image fusion using joint sparse representations and coupled dictionary learning FG Veshki, N Ouzir, SA Vorobyov ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 19 | 2020 |
Coupled feature learning for multimodal medical image fusion FG Veshki, N Ouzir, SA Vorobyov, E Ollila arXiv preprint arXiv:2102.08641, 2021 | 16 | 2021 |
Robust cardiac motion estimation with dictionary learning and temporal regularization for ultrasound imaging N Ouzir, J Bioucas-Dias, A Basarab, JY Tourneret 2019 IEEE International Ultrasonics Symposium (IUS), 2326-2329, 2019 | 4 | 2019 |
Cardiac motion estimation in ultrasound images using spatial and sparse regularizations N Ouzir, JY Tourneret, A Basarab 2017 IEEE International Conference on Image Processing (ICIP), 780-784, 2017 | 3 | 2017 |
Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning A Beaufrère, N Ouzir, PE Zafar, A Laurent-Bellue, M Albuquerque, ... JHEP Reports 6 (3), 101008, 2024 | 2 | 2024 |
Data-adaptive similarity measures for B-mode ultrasound images using robust noise models N Ouzir, E Ollila, SA Vorobyov IEEE Journal of Selected Topics in Signal Processing 14 (6), 1244-1254, 2020 | 2 | 2020 |
Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions N Ouzir, F Pascal, JC Pesquet arXiv preprint arXiv:2312.07479, 2023 | 1 | 2023 |
A convex formulation for the robust estimation of multivariate exponential power models N Ouzir, JC Pesquet, F Pascal ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning NL Ouzir Université Paul Sabatier-Toulouse III, 2018 | 1 | 2018 |
Optical flow estimation in ultrasound images using a sparse representation N Ouzir, JY Tourneret, A Basarab 2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017 | 1 | 2017 |
Tissue motion estimation using dictionary learning: Application to cardiac amyloidosis N Ouzir, O Lairez, A Basarab, JY Tourneret 2017 IEEE International Ultrasonics Symposium (IUS), 1-4, 2017 | 1 | 2017 |
Weakly supervised intrahepatic tumour classification from routine tumour biopsy: a proof of concept PE Zafar, A Beaufrère, N Ouzir, M Albuquerque, J Grégory, K Mondet, ... Journal of Hepatology 78, S68-S69, 2023 | | 2023 |
Sparse representations and dictionary learning: from image fusion to motion estimation JY Tourneret, A Basarab, N Ouzir, Q Wei 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 25-28, 2021 | | 2021 |
Robust Registration of Multi-modal Medical Images Using Huber’s Criterion N Ouzir, E Ollila, SA Vorobyov 2020 54th Asilomar Conference on Signals, Systems, and Computers, 773-777, 2020 | | 2020 |
ML-based Motion Estimation in Ultrasound Images Using Heavy-tailed Noise Distributions N Ouzir, E Ollila, SA Vorobyov 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | | 2019 |
Cardiac motion estimation with dictionary learning and robust sparse coding in ultrasound imaging N Ouzir, P Chiril, A Basarab, JY Tourneret 2018 IEEE International Ultrasonics Symposium (IUS), 1-4, 2018 | | 2018 |
Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning| Theses. fr NL Ouzir Toulouse 3, 2018 | | 2018 |